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iCARE: R package to build, validate and apply absolute risk models

https://doi.org/10.1101/079954
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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1002/sim.1668openalex-snapshot
A breast cancer prediction model incorporating familial and personal risk factors
inferredcites →https://doi.org/10.1002/sim.4187openalex-snapshot
Personalized estimates of breast cancer risk in clinical practice and public health
inferredcites →https://doi.org/10.1002/sim.5459openalex-snapshot
Absolute risk regression for competing risks: interpretation, link functions, and prediction
inferredcites →https://doi.org/10.1002/sim.6176openalex-snapshot
Assessing the goodness of fit of personal risk models
inferredcites →https://doi.org/10.1002/sim.6405openalex-snapshot
Estimation of ROC curve with complex survey data
inferredcites →https://doi.org/10.1007/s10985-013-9270-8openalex-snapshot
Adopting nested case–control quota sampling designs for the evaluation of risk markers
inferredcites →https://doi.org/10.1016/s0140-6736(03)12655-4openalex-snapshot
Effectiveness and costs of interventions to lower systolic blood pressure and cholesterol: a global and regional analysis on reduction of cardiovascular-disease risk
inferredcites →https://doi.org/10.1016/s0140-6736(05)17833-7openalex-snapshot
Treatment with drugs to lower blood pressure and blood cholesterol based on an individual's absolute cardiovascular risk
inferredcites →https://doi.org/10.1038/bjc.2013.730openalex-snapshot
BOADICEA breast cancer risk prediction model: updates to cancer incidences, tumour pathology and web interface
inferredcites →https://doi.org/10.1038/ng.3242openalex-snapshot
Genome-wide association analysis of more than 120,000 individuals identifies 15 new susceptibility loci for breast cancer
inferredcites →https://doi.org/10.1038/sj.bjc.6602175openalex-snapshot
The BOADICEA model of genetic susceptibility to breast and ovarian cancer
inferredcites →https://doi.org/10.1038/sj.bjc.6604305openalex-snapshot
The BOADICEA model of genetic susceptibility to breast and ovarian cancers: updates and extensions
inferredcites →https://doi.org/10.1056/nejmsa0708739openalex-snapshot
Polygenes, Risk Prediction, and Targeted Prevention of Breast Cancer
inferredcites →https://doi.org/10.1093/aje/kwu214openalex-snapshot
Additive Interactions Between Susceptibility Single-Nucleotide Polymorphisms Identified in Genome-Wide Association Studies and Breast Cancer Risk Factors in the Breast and Prostate Cancer Cohort Consortium
inferredcites →https://doi.org/10.1093/biostatistics/kxr021openalex-snapshot
Evaluating prognostic accuracy of biomarkers in nested case-control studies
inferredcites →https://doi.org/10.1093/jnci/81.24.1879openalex-snapshot
Projecting Individualized Probabilities of Developing Breast Cancer for White Females Who Are Being Examined Annually
inferredcites →https://doi.org/10.1093/jnci/91.18.1541openalex-snapshot
Validation Studies for Models Projecting the Risk of Invasive and Total Breast Cancer Incidence
inferredcites →https://doi.org/10.1093/jnci/djm223openalex-snapshot
Projecting Individualized Absolute Invasive Breast Cancer Risk in African American Women
inferredcites →https://doi.org/10.1093/jnci/djr154openalex-snapshot
Projecting Individualized Absolute Invasive Breast Cancer Risk in Asian and Pacific Islander American Women
inferredcites →https://doi.org/10.1093/jnci/djr265openalex-snapshot
Interactions Between Genetic Variants and Breast Cancer Risk Factors in the Breast and Prostate Cancer Cohort Consortium
inferredcites →https://doi.org/10.1093/jnci/djw215openalex-snapshot
Projecting Individualized Absolute Invasive Breast Cancer Risk in US Hispanic Women
inferredcites →https://doi.org/10.1111/j.1749-6632.2001.tb04034.xopenalex-snapshot
The Estimation and Use of Absolute Risk for Weighing the Risks and Benefits of Selective Estrogen Receptor Modulators for Preventing Breast Cancer
inferredcites →https://doi.org/10.1111/j.2517-6161.1972.tb00899.xopenalex-snapshot
Regression Models and Life-Tables
inferredcites →https://doi.org/10.1136/bmj.320.7236.659openalex-snapshot
Guidelines on preventing cardiovascular disease in clinical practice
inferredcites →https://doi.org/10.1161/01.cir.100.9.988openalex-snapshot
Primary Prevention of Coronary Heart Disease
inferredcites →https://doi.org/10.1177/0962280213480420openalex-snapshot
Two-stage sampling designs for external validation of personal risk models
inferredcites →https://doi.org/10.1177/1740774513498321openalex-snapshot
Assessment of biomarkers for risk prediction with nested case–control studies
inferredcites →https://doi.org/10.1198/jasa.2011.tm09807openalex-snapshot
Nonparametric Evaluation of Biomarker Accuracy Under Nested Case-Control Studies
inferredcites →https://doi.org/10.1201/9781315117539openalex-snapshot
Absolute Risk
inferredcites →https://doi.org/10.2202/1544-6115.1063openalex-snapshot
BayesMendel: an R Environment for Mendelian Risk Prediction
inferredcites →https://doi.org/10.2307/2530374openalex-snapshot
The Analysis of Failure Times in the Presence of Competing Risks
inferredcites →https://doi.org/10.2307/2531595openalex-snapshot
Comparing the Areas under Two or More Correlated Receiver Operating Characteristic Curves: A Nonparametric Approach
inferredcites →https://doi.org/10.2307/2532098openalex-snapshot
Estimates of Absolute Cause-Specific Risk in Cohort Studies
inferredcites →https://doi.org/10.32614/cran.package.predictabelopenalex-snapshot
PredictABEL: Assessment of Risk Prediction Models
inferredcites →https://doi.org/10.32614/cran.package.riskregressionopenalex-snapshot
riskRegression: Risk Regression Models and Prediction Scores for Survival Analysis with Competing Risks
inferredcites →https://doi.org/10.32614/r.manualsopenalex-snapshot
R: A Language and Environment for Statistical Computing

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.1001/jamanetworkopen.2023.39254openalex-snapshot
Polygenic Risk Score, Environmental Tobacco Smoke, and Risk of Lung Adenocarcinoma in Never-Smoking Women in Taiwan
inferred← citeshttps://doi.org/10.1001/jamaoncol.2019.3820openalex-snapshot
Toward Risk-Stratified Breast Cancer Screening: Considerations for Changes in Screening Guidelines
inferred← citeshttps://doi.org/10.1016/j.gim.2025.101662openalex-snapshot
Challenges in clinical translation of polygenic risk score analyses: A systematic review
inferred← citeshttps://doi.org/10.1016/s1470-2045(19)30071-3openalex-snapshot
Assessment of breast cancer risk: which tools to use?
inferred← citeshttps://doi.org/10.1093/ije/dyab036openalex-snapshot
Prospective evaluation of a breast-cancer risk model integrating classical risk factors and polygenic risk in 15 cohorts from six countries
inferred← citeshttps://doi.org/10.1093/jnci/djz113openalex-snapshot
Comparative Validation of Breast Cancer Risk Prediction Models and Projections for Future Risk Stratification
inferred← citeshttps://doi.org/10.1101/848739openalex-snapshot
Oncologic therapy shapes the fitness landscape of clonal hematopoiesis
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